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Jumabekova, Ainagul / Berger, Julien (2023): Optimal Experiment Design for the estimation of building wall material thermal properties. In: Journal of Physics: Conference Series, v. 2444, n. 1 (1 Februar 2023).
https://doi.org/10.1088/1742-6596/2444/1/012007
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Jumabekova, Ainagul / Berger, Julien / Hubert, Tessa / Dugué, Antoine / Wu, Tingting Vogt / Recht, Thomas / Inard, Christian (2023): A state-space model to control an adaptive facade prototype using data-driven techniques. In: Energy and Buildings, v. 296 (Oktober 2023).
https://doi.org/10.1016/j.enbuild.2023.113391
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Deeb, Ahmad / Benmahiddine, Ferhat / Berger, Julien / Belarbi, Rafik (2022): Development of a hysteresis model based on axisymmetric and homotopic properties to predict moisture transfer in building materials. In: Journal of Building Physics, v. 46, n. 5 (17 Dezember 2022).
https://doi.org/10.1177/17442591221144785
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Gasparin, Suelen / Berger, Julien / Belarbi, Rafik / Dutykh, Denys / Mendes, Nathan (2022): Solving parametric problems in building renovation with a spectral reduced-order method. In: Journal of Building Performance Simulation, v. 16, n. 2 (Oktober 2022).
https://doi.org/10.1080/19401493.2022.2126527
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Geoffroy, Hugo / Berger, Julien / Gonze, Evelyne / Buhé, Catherine (2022): Experimental dataset for an AHU air-to-air heat exchanger with normal and simulated fault operations. In: Journal of Building Performance Simulation, v. 16, n. 3 (Oktober 2022).
https://doi.org/10.1080/19401493.2022.2097311
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Geoffroy, Hugo / Berger, Julien / Colange, Benoît / Lespinats, Sylvain / Dutykh, Denys (2022): The use of dimensionality reduction techniques for fault detection and diagnosis in a AHU unit: critical assessment of its reliability. In: Journal of Building Performance Simulation, v. 16, n. 3 (Oktober 2022).
https://doi.org/10.1080/19401493.2022.2080864
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Berger, Julien / Allery, Cyrille / Machard, Anaïs (2022): Assessing the wall energy efficiency design under climate change using POD reduced order model. In: Energy and Buildings, v. 268 (August 2022).
https://doi.org/10.1016/j.enbuild.2022.112187
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Azam, Marie-Hélène / Guernouti, Sihem / Musy, Marjorie / Berger, Julien / Poullain, Philippe / Rodler, Auline (2018): A mixed POD–PGD approach to parametric thermal impervious soil modeling: Application to canyon streets. In: Sustainable Cities and Society, v. 42 (Oktober 2018).
https://doi.org/10.1016/j.scs.2018.08.010
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Berger, Julien / Gasparin, Suelen / Dutykh, Denys / Mendes, Nathan (2019): On the comparison of three numerical methods applied to building simulation: Finite-differences, RC circuit approximation and a spectral method. In: Building Simulation, v. 13, n. 1 (Oktober 2019).
https://doi.org/10.1007/s12273-019-0555-z
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Gasparin, Suelen / Berger, Julien / Dutykh, Denys / Mendes, Nathan (2018): An improved explicit scheme for whole-building hygrothermal simulation. In: Building Simulation, v. 11, n. 3 (März 2018).
https://doi.org/10.1007/s12273-017-0419-3
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Jumabekova, Ainagul / Berger, Julien / Foucquier, Aurélie (2021): An efficient sensitivity analysis for energy performance of building envelope: A continuous derivative based approach. In: Building Simulation, v. 14, n. 4 (Februar 2021).
https://doi.org/10.1007/s12273-020-0712-4
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Azam, Marie-Hélène / Berger, Julien / Guernouti, Sihem / Poullain, Philippe / Musy, Marjorie (2021): Parametric PGD model used with orthogonal polynomials to assess efficiently the building's envelope thermal performance. In: Journal of Building Performance Simulation, v. 14, n. 2 (Januar 2021).
https://doi.org/10.1080/19401493.2020.1868577
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Gasparin, Suelen / Berger, Julien / Dutykh, Denys / Mendes, Nathan (2018): Solving nonlinear diffusive problems in buildings by means of a Spectral reduced-order model. In: Journal of Building Performance Simulation, v. 12, n. 1 (Juli 2018).
https://doi.org/10.1080/19401493.2018.1458905
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Berger, Julien / Mazuroski, Walter / Oliveira, Ricardo C. L. F. / Mendes, Nathan (2018): Intelligent co-simulation: neural network vs. proper orthogonal decomposition applied to a 2D diffusive problem. In: Journal of Building Performance Simulation, v. 11, n. 5 (Februar 2018).
https://doi.org/10.1080/19401493.2017.1414879
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Mazuroski, Walter / Berger, Julien / Oliveira, Ricardo C. L. F. / Mendes, Nathan (2018): An artificial intelligence-based method to efficiently bring CFD to building simulation. In: Journal of Building Performance Simulation, v. 11, n. 5 (Februar 2018).
https://doi.org/10.1080/19401493.2017.1414880
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Gasparin, Suelen / Berger, Julien / Dutykh, Denys / Mendes, Nathan (2017): Stable explicit schemes for simulation of nonlinear moisture transfer in porous materials. In: Journal of Building Performance Simulation, v. 11, n. 2 (Mai 2017).
https://doi.org/10.1080/19401493.2017.1298669
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Berger, Julien / Chhay, Marx / Guernouti, Sihem / Woloszyn, Monika (2014): Proper generalized decomposition for solving coupled heat and moisture transfer. In: Journal of Building Performance Simulation, v. 8, n. 5 (September 2014).
https://doi.org/10.1080/19401493.2014.932012
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Gasparin, Suelen / Chhay, Marx / Berger, Julien / Mendes, Nathan (2018): A hybrid analytical–numerical method for computing coupled temperature and moisture content fields in porous soils. In: Journal of Building Physics, v. 42, n. 1 (Juli 2018).
https://doi.org/10.1177/1744259117720644
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Berger, Julien / Gasparin, Suelen / Chhay, Marx / Mendes, Nathan (2016): Estimation of temperature-dependent thermal conductivity using proper generalised decomposition for building energy management. In: Journal of Building Physics, v. 40, n. 3 (Oktober 2016).
https://doi.org/10.1177/1744259116649405
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Berger, Julien / Guernouti, Sihem / Woloszyn, Monika / Chinesta, Francisco (2015): Proper Generalised Decomposition for heat and moisture multizone modelling. In: Energy and Buildings, v. 105 (Oktober 2015).
https://doi.org/10.1016/j.enbuild.2015.07.021
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Berger, Julien / Mazuroski, Walter / Mendes, Nathan / Guernouti, Sihem / Woloszyn, Monika (2016): 2D whole-building hygrothermal simulation analysis based on a PGD reduced order model. In: Energy and Buildings, v. 112 (Januar 2016).
https://doi.org/10.1016/j.enbuild.2015.11.023
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Berger, Julien / Kadoch, Benjamin (2020): Estimation of the thermal properties of an historic building wall by combining modal identification method and optimal experiment design. In: Building and Environment, v. 185 (November 2020).
https://doi.org/10.1016/j.buildenv.2020.107065
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Berger, Julien / Legros, Clemence / Abdykarim, Madina (2021): Dimensionless formulation and similarity to assess the main phenomena of heat and mass transfer in building porous material. In: Journal of Building Engineering, v. 35 (März 2021).
https://doi.org/10.1016/j.jobe.2020.101849
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Berger, Julien / Le Meur, Hervé / Dutykh, Denys / Nguyen, Dang Mao / Grillet, Anne-Cécile (2018): Analysis and improvement of the VTT mold growth model: Application to bamboo fiberboard. In: Building and Environment, v. 138 (Juni 2018).
https://doi.org/10.1016/j.buildenv.2018.03.031
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Busser, Thomas / Berger, Julien / Piot, Amandine / Pailha, Mickael / Woloszyn, Monika (2018): Dynamic experimental method for identification of hygric parameters of a hygroscopic material. In: Building and Environment, v. 131 (März 2018).
https://doi.org/10.1016/j.buildenv.2018.01.002
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Berger, Julien / Gasparin, Suelen / Dutykh, Denys / Mendes, Nathan (2017): Accurate numerical simulation of moisture front in porous material. In: Building and Environment, v. 118 (Juni 2017).
https://doi.org/10.1016/j.buildenv.2017.03.016
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Berger, Julien / Orlande, Helcio R. B. / Mendes, Nathan / Guernouti, Sihem (2016): Bayesian inference for estimating thermal properties of a historic building wall. In: Building and Environment, v. 106 (September 2016).
https://doi.org/10.1016/j.buildenv.2016.06.037
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Berger, Julien / Guernouti, Sihem / Woloszyn, Monika / Buhé, Catherine (2015): Factors governing the development of moisture disorders for integration into building performance simulation. In: Journal of Building Engineering, v. 3 (September 2015).
https://doi.org/10.1016/j.jobe.2015.04.008